AI Visibility Index
How often do ChatGPT and Claude name auto repair shops in Fort Myers?
We asked “best mechanic in Fort Myers” 30 times across ChatGPT and Claude and checked 50 local auto repair shops with their own websites.
30/100average AI Recommendation Score
20 of 50auto repair shops named at least once
32%have no business details for machines (structured data) on their home page
24%show no opening hours on their home page
4%block at least one AI crawler
Named most often
- 1Karr Automotive24 of 30 answers
- 2Terry Wynter Auto Service Center18 of 30 answers
- 3Superior Auto Care13 of 30 answers
- 4Fixology Auto Care13 of 30 answers
- 5Genie Auto Service13 of 30 answers
What the named ones have in common
- 4% of the auto repair shops we checked don't name Fort Myers on their home page, which makes it harder for an assistant to connect them to local questions.
- Your own Tailored Growth Report checks each of these for your business, with the evidence.
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Tested 2026-10-19. Answers change from run to run; these counts describe this test only, not a ranking. Businesses are named only when the assistants named them; we never single out a business for doing badly.